Should I take Probability and Statistics?

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Discussion Overview

The discussion revolves around the decision of whether to take a course in Probability and Statistics, particularly in the context of pursuing a degree in Computer Science. Participants explore the relevance and utility of the subject for programming and related fields.

Discussion Character

  • Debate/contested
  • Conceptual clarification

Main Points Raised

  • One participant expresses uncertainty about the usefulness of Probability and Statistics for computer programming, citing a lack of prior success in the subject.
  • Another participant suggests that Probability and Statistics can be beneficial for specific areas in programming, such as machine learning, data science, and finance, indicating that its utility is not universally applicable.
  • A third participant notes that many computer science programs require an introductory course in Probability and Statistics, highlighting its relevance to both practical programming and theoretical computer science.
  • One participant questions the original poster about their difficulties in AP Statistics, suggesting that understanding past challenges may inform their decision on whether to take the course.
  • A later reply expresses a willingness to take the course and seeks recommendations for textbooks, indicating a shift towards a more proactive approach.

Areas of Agreement / Disagreement

Participants do not reach a consensus on whether the course is necessary, with some arguing for its relevance while others maintain that its utility depends on the specific programming context.

Contextual Notes

Participants reference varying requirements in computer science programs and personal experiences with the subject, which may influence their perspectives on the necessity of taking the course.

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I've never taken a course in Probability and Statistics. In high school, I've taken AP Statistics but got F's and got a 1 on the AP exam. I have taken Calculus I, Calculus II, Calculus III, Linear Algebra, and currently learning Differential Equations. I want to pursue Computer Science and become a computer programmer but I don't know if I should take Probability and Statistics. I don't want to just take it and find out later that it's not useful for computer programming. So should I take it?
 
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It's useful for certain kinds of computer programming, like machine learning or data science or maybe financial stuff. The question over whether something is or is not useful for your job is not as black as white as you seem to assume. You don't have to take it, but if you do, there are places in programming where you can use it.
 
Most computer science programs that I'm familiar with in Canada require students to take an introductory course in probability and statistics. At any rate, there are aspects of probability and statistics that are useful to both programming and to more theoretical aspects of computer science.

To the OP: you said you earned an F in AP Statistics. What specifically did you have difficulty with in the course? Did you find the material hard to grasp? Was the course taught poorly? It may be worth looking into what issues you faced, so that you can determine what next steps to take in case you decide to take the course.
 
Possibly?
 
Then I'm willing to take an introductory course in Probability and Statistics. What textbook can you guys recommend me for this course? Can someone tell me the name of the textbook, author, and edition?
 

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